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Information × Registration Number 0224U001750, 0121U110668 , R & D reports Title Theoretical bases of information technology for recognizing the psycho-emotional state of students of the distance learning system popup.stage_title Head Tereikovska Liudmyla О., Registration Date 28-01-2024 Organization Kyiv National University of Construction and Architecture popup.description2 The main results of the research: the methodology of automated emotional state recognition, which, unlike the existing ones due to the integrated application of known and proposed approaches, models and methods of neural network analysis of biometric parameters, provides the possibility of creating effective instrumental means of emotional state recognition; a set of methods for forming the input field of neural network models for the analysis of biometric parameters, which involves the use of procedures for presenting biometric parameters in a form suitable for processing by a convolutional neural network; a method of developing the architecture of a convolutional neural network, which allows to reduce the amount of experiments related to the adaptation of the values of the constructive parameters of the network to the conditions of the analysis of the biometric parameters of the listener of the distance learning system. Product Description popup.authors popup.nrat_date 2024-01-28 Close